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A Machine Learning Specialist wants to determine the appropriate SageMakerVariantInvocationsPerInstancesetting for an endpoint automatic scaling configuration. The Specialist has performed a load test on a single instance and determined that peak requests per second (RPS) without service degradation is about 20 RPS. As this is the first deployment, the Specialist intends to set the invocation safety factor to 0.5.
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1. An agency collects census information within a country to determine healthcare and social program needs by province and city.
The census form collects responses for approximately 500 questionsfrom each citizen.
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The answer is at the end of the article
A Machine Learning Specialist working for an online fashion company wants to build a data ingestion solution for the company\’s Amazon S3-based data lake.
The Specialist wants to create a set of ingestion mechanisms that will enable future capabilities comprised of:
1. Real-time analytics
2. Interactive analytics of historical data
3. Clickstream analytics
4. Product recommendations
Which services should the Specialist use?
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